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list:19390498 filter:links until:2022-04-25 Twitter NodeXL SNA Map and Report for Monday, 25 April 2 (experimental version)
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From:
SMRFoundation
Uploaded on:
April 25, 2022
Short Description:
list:19390498 filter:links until:2022-04-25 via NodeXL https://bit.ly/3vzLV16
@nytimes
@digiphile
@arubiocampana
@adolflow
@chronotope
@gavinsblog
@harrisj
@dhmontgomery
@taylorlorenz
@nikhilrampal1

Top hashtags:
#dataviz
#ukraine
#earthday
#ddj
#covid19
#phvote

Description:
Description
The graph represents a network of 7,445 Twitter users whose recent tweets contained "list:19390498 filter:links until:2022-04-25", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 25 April 2022 at 11:39 UTC.

The tweets in the network were tweeted over the 7-day, 14-hour, 30-minute period from Sunday, 17 April 2022 at 09:28 UTC to Sunday, 24 April 2022 at 23:59 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 7445
Unique Edges : 12733
Edges With Duplicates : 7853
Total Edges : 20586
Number of Edge Types : 5
MentionsInRetweet : 3458
Mentions : 4919
Retweet : 5544
Tweet : 5952
Replies to : 713
Self-Loops : 6045
Reciprocated Vertex Pair Ratio : 0.0270433730775877
Reciprocated Edge Ratio : 0.0526625725582569
Connected Components : 244
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 6564
Maximum Edges in a Connected Component : 19010
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.471731
Graph Density : 0.000214487109301274
Modularity : 0.555072
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,445 Twitter users whose recent tweets contained "list:19390498 filter:links until:2022-04-25", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 25 April 2022 at 11:39 UTC.

The tweets in the network were tweeted over the 7-day, 14-hour, 30-minute period from Sunday, 17 April 2022 at 09:28 UTC to Sunday, 24 April 2022 at 23:59 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : list:19390498 filter:links until:2022-04-25
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[23] https://opennews.org/blog/open-letter-to-pulitzers/
[15] https://techcrunch.com/2022/04/18/web-scraping-legal-court/
[13] https://www.vox.com/the-highlight/22977654/future-of-work-restaurants-retail-hospitality
[11] https://www.washingtonpost.com/technology/2022/04/19/libs-of-tiktok-right-wing-media/
[11] https://ig.ft.com/climate-game/
[10] https://www.ajc.com/gdpr.html
[9] https://www.propublica.org/article/vaccination-rates-nursing-home-workers
[8] https://www.nytimes.com/2022/04/19/nyregion/anti-asian-attacks-nyc.html
[8] https://www.nytimes.com/2022/04/14/health/covid-cases-tracking.html
[8] https://the19th.donorsupport.co/-/NDWGCLRD

Top URLs in Tweet in G1:
[21] https://opennews.org/blog/open-letter-to-pulitzers/
[9] https://www.propublica.org/article/vaccination-rates-nursing-home-workers
[8] https://www.nytimes.com/2022/04/14/health/covid-cases-tracking.html
[8] https://the19th.donorsupport.co/-/NDWGCLRD
[7] https://www.nytimes.com/2022/04/19/nyregion/anti-asian-attacks-nyc.html
[7] https://www.nytimes.com/2022/04/20/upshot/prenatal-genetic-tests-warning.html
[6] https://twitter.com/sisiwei/status/1517481757502803970
[6] https://www.texastribune.org/jobs/designer-developer-data-visuals/
[6] https://www.nytimes.com/interactive/2022/04/21/climate/portland-emissions-infrastructure-environment.html
[6] https://www.businessinsider.com/working-parents-burned-out-kids-mental-health-2022-4

Top URLs in Tweet in G2:
[9] https://ig.ft.com/climate-game/
[5] https://www.washingtonpost.com/technology/2022/04/19/libs-of-tiktok-right-wing-media/
[5] https://eagereyes.org/blog/2022/paper-more-than-meets-the-eye-a-closer-look-at-encodings-in-visualization
[4] https://www.ft.com/content/32436917-00b8-447d-8d6c-41f4be72b03f
[4] https://jobs.disneycareers.com/job/washington/graphics-editor-interactive-storytelling/391/27086261072
[4] https://journocode.com/de/events/2022-04-23-2022-04-23-recherche-und-quellenkritik-im-datenjournalismus
[4] https://www.ft.com/products?location=https%3A%2F%2F%2Feuropes-race-to-replace-russian-gas%2F
[3] https://www.ft.com/content/a1389fba-ffd6-474e-8eed-ac9198453e94
[3] https://redirect.viglink.com?u=https%3A%2F%2Fwww.economist.com%2Fnews%2F2022%2F03%2F10%2Fpaid-internships-in-the-economists-digital-department%3Fref%3Dmediabeans.io%26utm_source%3Dmediabeans.io&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[3] https://www.scientificamerican.com/article/how-to-make-smart-decisions-about-covid-risk-benefit/

Top URLs in Tweet in G3:
[4] https://factz.xyz
[2] https://maldita.es/nosotros/20220420/nace-maldito-clima-debate-crisis-climatica-consecuencias-lucha-contra-desinformacion/?utm_source=twitter&utm_medium=compartido&utm_campaign=Nace%20Maldito%20Clima%3A%20un%20proyecto%20para%20poner%20en%20el%20centro%20del%20debate%20la%20crisis%20clim%C3%A1tica%2C%20sus%20consecuencias%20globales%20y%20luchar%20contra%20la%20desinformaci%C3%B3n
[2] https://www.occrp.org/en/aboutus/join-the-fight-become-an-occrp-accomplice
[2] https://laboratoriodeperiodismo.org/nace-factz-la-plataforma-para-verificar-lo-que-a-la-generacion-z-le-importa/
[2] https://twitter.com/googleearth/status/1516117612916215808

Top URLs in Tweet in G4:
[2] https://www.epe.es/especiales/madrid-terraza-problema/src/index.html?1
[2] https://stories.lavanguardia.com/cultura/20220422/52087/el-hombre-que-mato-a-liberty-valance
[2] https://twitter.com/VogueSpain/status/1517275762969264129
[2] https://twitter.com/cabralens/status/1517801202112737281
[2] https://twitter.com/DiarioTES/status/1515781726919962627
[1] https://www.alimente.elconfidencial.com/bienestar/2022-04-23/salud-mental-equipo-tecnica-chequeo-semaforo_3412476/
[1] https://t.me/tecnosaludables
[1] https://asana.com/es/resources/anatomy-of-work
[1] https://www.nytimes.com/2022/04/17/opinion/culture/making-friends-covid.html
[1] https://www.dataquest.io/blog/r-markdown-tips-tricks-and-shortcuts/

Top URLs in Tweet in G5:
[2] https://us06web.zoom.us/webinar/register/WN_JjuAO7hfSeuX6D_yDh9MdA
[2] https://qz.com/2152155/is-the-wto-helping-poor-countries-get-covid-19-vaccines/
[2] https://qz.com/2156822/coinbase-is-building-its-own-social-network-for-nfts/
[2] https://pressgazette.co.uk/quartz-africa/
[2] https://twitter.com/ait_kisou/status/1515601261491539968
[2] https://twitter.com/BrandyZadrozny/status/1516089701861576708
[2] https://www.nytimes.com/2022/04/20/us/politics/alex-jones-jan-6-interview.html?smid=tw-share
[2] http://edition.cnn.com/2022/04/21/media/cnn-shutting-down/index.html
[2] https://www.jsonline.com/story/news/politics/2022/04/21/gableman-deleting-records-he-deems-useless-election-review/7388000001/
[2] https://twitter.com/hufflebloom/status/1517246193943949312

Top URLs in Tweet in G6:
[4] https://www.goodenergystories.com/playbook
[3] https://twitter.com/historykenya101/status/1372962761265844230
[2] https://montrealgazette.com/news/local-news/bert-archer-named-editor-in-chief-of-the-montreal-gazette
[2] https://www.latimes.com/california/story/2022-04-21/whats-next-for-p-22-mountain-lion-los-angeles
[2] https://twitter.com/MO_Independent/status/1516097603502546955
[2] https://npr.brightspotcdn.com/8b/a4/5a70930b44b088039d9a43ab4982/pa-eastern-iowa-reporter-032922.pdf
[2] https://www.nyu.edu/about/news-publications/news/2022/april/carter-journalism-institute-names-astha-rajvanshi-winner-of-matt.html
[2] https://twitter.com/AdamParkhomenko/status/1516468609828143119
[2] https://www.damemagazine.com/membership/
[2] https://www.barnesandnoble.com/w/when-franny-stands-up-eden-robins/1140960268

Top URLs in Tweet in G7:
[13] https://www.vox.com/the-highlight/22977654/future-of-work-restaurants-retail-hospitality
[2] https://twitter.com/voxdotcom/status/1517559879233269760
[2] https://www.instagram.com/visible_creative_mending/
[2] https://twitter.com/HeyThatsMyLeg/status/1516019803030388739
[2] https://twitter.com/xtophercook/status/1515440917175545858?s=20&t=ZB1v-fAjNI2pMPAmGlrdYA
[2] https://trungtphan.com/subscribe/
[2] https://www.ft.com/content/d4ee4e93-d8fa-4852-8241-abe1736020a2
[2] https://jenniferdaniel.substack.com/p/dead-man-laughing-
[2] https://www.vox.com/features/23013380/work-is-broken-can-we-fix-it
[2] https://www.vox.com/the-highlight/22977657/future-of-work-child-care-worker-shortage

Top URLs in Tweet in G8:
[3] https://twitter.com/johnlsheridan/status/1516349056271929346
[2] https://podcasts.google.com/feed/aHR0cHM6Ly93d3cucnRlLmllL3JhZGlvMS9wb2RjYXN0L3BvZGNhc3RfbGl2ZWxpbmUueG1s/episode/aHR0cHM6Ly9wb2RjYXN0LnJhc3NldC5pZS9wb2RjYXN0cy9hdWRpby8yMDIyLzA0MjAvMjAyMjA0MjBfcnRlcmFkaW8xLWxpdmVsaW5lLXdvbWVuc2hlYWxfYzIyMDg3Nzg3XzIyMDg3Nzg4XzIzMl8ubXAz?ep=14
[2] https://dirtfish.com/rally/wrc/neuville-handed-public-service-duty-for-road-section-speeding/
[2] https://uksa.statisticsauthority.gov.uk/correspondence/sir-david-norgrove-to-prime-minister-employment-statistics/
[1] https://community.rstudio.com/t/bookdown-evolution-in-response-to-quarto/133163/8
[1] https://gist.github.com/daaronr/c9802ddfde6a505f1ee29c56f06cce24
[1] https://github.com/psychemedia/eurydice-resources/blob/main/resources/image_refs.md
[1] https://twitter.com/uasupport999/status/1516023234503847940
[1] https://www.youtube.com/watch?v=MSirAetg4nc

[1] https://twitter.com/underdarkGIS/status/1516685100464975877

Top URLs in Tweet in G9:
[3] https://twitter.com/JimVandeHei/status/1516733672564658176
[3] https://inews.co.uk/news/pm-led-celebrations-at-downing-street-leaving-party-during-lockdown-1580115
[2] https://twitter.com/wolfejosh/status/1515783637265965074
[2] https://www.newsobserver.com/sports/payback/article259282634.html
[2] https://twitter.com/NikkiMcR/status/1515130557675581442
[2] http://rarefilmm.com/2022/04/kings-of-ads-001-002-1991-93/
[2] https://annehelen.substack.com/p/the-expanding-job?s=r
[2] https://twitter.com/cphoffmann/status/1515989379340193793
[2] https://twitter.com/annehelen/status/1515702704340979713
[2] https://cristianvaccari.com/2022/03/18/call-for-papers-for-the-8th-annual-conference-of-the-international-journal-of-press-politics-loughborough-university-uk-22-23-september-2022/

Top URLs in Tweet in G10:
[5] https://www.economist.com/graphic-detail/2022/04/23/nearly-half-of-mariupol-has-suffered-grave-damage
[4] https://www.grid.news/story/misinformation/2022/04/12/qanon-candidates-are-on-the-ballot-in-26-states/
[4] https://www.grid.news/story/misinformation/2022/04/18/russias-favorite-war-propagandist-is-a-navy-veteran-from-missouri/
[4] https://www.thecourier.co.uk/fp/politics/scottish-politics/3208796/council-election-debate/
[3] https://www.infodata.ilsole24ore.com/2022/04/21/movimenti-le-repubbliche-filorusse-la-storia-del-conflitto-ucraina-mappa-parte-3/
[2] https://electionstudies.org/data-center/anes-gss-2020-joint-study/
[2] https://edition.cnn.com/2022/04/19/politics/abortion-laws-red-states-republicans/index.html
[2] https://ropercenter.cornell.edu/ipoll/study/31074481
[2] https://twitter.com/jbarro/status/1516777608544935941
[2] https://twitter.com/PRRIpoll/status/1509264016903974915

Top Domains
Top Domains in Tweet in Entire Graph:
[3646] twitter.com
[318] washingtonpost.com
[283] nytimes.com
[239] youtube.com
[172] trib.al
[166] ft.com
[163] co.uk
[97] theprint.in
[95] theguardian.com
[81] bloomberg.com

Top Domains in Tweet in G1:
[596] twitter.com
[189] washingtonpost.com
[103] nytimes.com
[70] trib.al
[55] opennews.org
[55] propublica.org
[38] texastribune.org
[23] google.com
[22] themarshallproject.org
[22] startribune.com

Top Domains in Tweet in G2:
[330] twitter.com
[127] ft.com
[57] lemonde.fr
[54] youtube.com
[43] co.za
[32] gijn.org
[32] medium.com
[32] bloomberg.com
[29] trib.al
[29] journaliststoolbox.org

Top Domains in Tweet in G3:
[90] twitter.com
[23] elpais.com
[19] eldiario.es
[13] cadenaser.com
[12] youtube.com
[11] datadista.com
[8] lamarea.com
[8] gorkazumeta.com
[6] spotify.com
[6] maldita.es

Top Domains in Tweet in G4:
[76] twitter.com
[10] publico.es
[9] youtube.com
[8] lavanguardia.com
[6] epe.es
[6] github.com
[6] elplural.com
[6] pbs.org
[6] euronews.com
[4] soundcloud.com

Top Domains in Tweet in G5:
[176] twitter.com
[29] washingtonpost.com
[20] nytimes.com
[18] bangordailynews.com
[16] statnews.com
[10] theatlantic.com
[9] e-pluribusunum.org
[8] politico.com
[8] whitehouse.gov
[7] cdc.gov

Top Domains in Tweet in G6:
[238] twitter.com
[14] stltoday.com
[11] washingtonpost.com
[8] substack.com
[7] trib.al
[6] theonion.com
[6] nytimes.com
[6] teuteuf.fr
[6] github.com
[5] theatlantic.com

Top Domains in Tweet in G7:
[179] twitter.com
[23] vox.com
[16] nytimes.com
[11] businessinsider.com
[9] washingtonpost.com
[7] theverge.com
[6] youtube.com
[6] gizmodo.com
[5] adexchanger.com
[5] trib.al

Top Domains in Tweet in G8:
[172] twitter.com
[27] co.uk
[8] gov.uk
[7] sky.com
[5] washingtonpost.com
[5] github.com
[5] wsj.com
[5] trib.al
[4] youtube.com
[4] bloomberg.com

Top Domains in Tweet in G9:
[101] twitter.com
[39] eldiario.es
[18] nytimes.com
[7] newsobserver.com
[7] co.uk
[5] theguardian.com
[4] afp.com
[4] bloomberg.com
[4] sagepub.com
[3] newyorker.com

Top Domains in Tweet in G10:
[115] twitter.com
[35] economist.com
[26] liberation.fr
[22] grid.news
[13] co.uk
[7] nytimes.com
[7] washingtonpost.com
[7] elpais.com
[6] youtube.com
[6] lefigaro.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[93] dataviz
[57] ukraine
[56] earthday
[49] ddj
[47] covid19
[47] phvote
[40] wedecide
[36] otd
[31] rstats
[31] datavisualization



Top Hashtags in Tweet in G1:
[13] savethereader
[11] freethereader
[7] climate
[6] journalism
[6] txlege
[6] earthday
[5] covid19
[5] tx2022
[4] breaking
[3] djnf22

Top Hashtags in Tweet in G2:
[73] dataviz
[35] ddj
[23] datavisualization
[23] outlier2022
[19] journalism
[15] coronadaten
[14] data
[14] datajournalism
[14] journalismai
[12] earthday

Top Hashtags in Tweet in G3:
[12] diadellibro
[12] radio
[10] santjordi
[9] mirandoatrasadelante
[9] periodismo
[9] díadellibro
[8] egm
[8] sanjorge
[8] podcast
[8] nochedeloslibros

Top Hashtags in Tweet in G4:
[10] rstats
[8] taldíacomohoy
[6] 30daychartchallenge
[6] madrid
[6] ucrania
[5] dataviz
[4] otd
[4] freepablo
[4] titiriluche
[2] supercopafiles

Top Hashtags in Tweet in G5:
[10] mepolitics
[4] opengov
[3] factsfirst
[2] fixthefeed
[2] anticorruption
[2] digitalgovernment
[2] modernization
[2] healthmisinformation
[2] covid19
[2] youthmentalhealth

Top Hashtags in Tweet in G6:
[6] worldle
[3] earthday
[2] stl
[2] theexperimentpodcast
[2] nationalparkweek
[2] taxday
[2] iceland
[2] sealevel
[2] hatewontwin
[2] goodenergyplaybook

Top Hashtags in Tweet in G7:
[2] facebookpapers
[2] right2remain
[2] end421a
[2] goodcause
[2] housingnotshelters
[2] gps22
[2] cpa
[2] b3d
[2] npr
[2] animation

Top Hashtags in Tweet in G8:
[8] ukraine
[5] latelate
[4] presidentielles2022
[4] latelateshow
[2] lovethelee
[2] stoprussia
[2] standwithukraine
[2] liveline
[2] débatmacronlepen
[2] derelictireland

Top Hashtags in Tweet in G9:
[4] ukraine
[4] bucha
[3] medicalmarijuana
[3] ncga
[3] ucrania
[2] courage
[2] worldcup
[2] payback
[2] afpgraphics
[2] presidentielles2022

Top Hashtags in Tweet in G10:
[8] présidentielles2022
[4] débatmacronlepen
[4] présidentielle2022
[3] datavisualization
[3] presidentielle2022
[2] abortion
[2] gemsfromthearchives
[2] academictwitter
[2] earthday2022
[2] datascience

Top Words
Top Words in Tweet in Entire Graph:
[3658] de
[1965] la
[1593] en
[1064] el
[716] people
[666] le
[631] data
[546] like
[545] los
[523] un

Top Words in Tweet in G1:
[157] data
[143] people
[129] news
[122] journalists
[111] journalism
[110] time
[110] work
[98] like
[91] story
[82] pulitzerprizes

Top Words in Tweet in G2:
[411] de
[222] la
[202] en
[196] le
[158] data
[137] et
[136] les
[103] des
[102] du
[87] sur

Top Words in Tweet in G3:
[845] de
[532] la
[377] en
[354] el
[189] por
[166] con
[162] del
[149] para
[146] los
[143] un

Top Words in Tweet in G4:
[995] de
[592] la
[483] en
[414] el
[250] los
[169] por
[168] las
[135] del
[132] se
[128] un

Top Words in Tweet in G5:
[55] people
[46] covid
[41] public
[39] health
[33] right
[33] media
[26] potus
[26] democracy
[25] far
[24] tech

Top Words in Tweet in G6:
[57] like
[53] people
[26] right
[23] story
[20] public
[16] think
[15] trump
[14] thing
[14] bad
[14] history

Top Words in Tweet in G7:
[40] people
[36] work
[24] like
[24] story
[22] future
[22] '゚
[21] public
[20] time
[19] ads
[18] tech

Top Words in Tweet in G8:
[46] ukraine
[34] russian
[21] people
[19] being
[18] week
[16] like
[16] russia
[16] down
[15] story
[14] big

Top Words in Tweet in G9:
[133] de
[88] en
[73] la
[58] el
[42] los
[32] las
[31] por
[30] con
[28] russian
[27] se

Top Words in Tweet in G10:
[167] de
[118] le
[77] la
[39] les
[38] en
[36] et
[36] pour
[34] pen
[31] du
[26] macron

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[374] de,la
[197] en,el
[181] le,pen
[174] en,la
[121] de,los
[99] climate,change
[97] covid,19
[92] de,las
[83] marine,le
[75] de,abril

Top Word Pairs in Tweet in G1:
[42] staff,demographics
[41] news,organizations
[38] nursing,home
[36] data,staff
[35] publicly,report
[32] win,pulitzerprizes
[32] pulitzerprizes,news
[32] organizations,required
[32] required,publicly
[32] report,data

Top Word Pairs in Tweet in G2:
[57] de,la
[48] le,pen
[43] journalist's,toolbox
[33] marine,le
[31] climate,change
[26] russian,gas
[25] data,journalism
[25] sur,le
[24] worst,effects
[24] effects,climate

Top Word Pairs in Tweet in G3:
[75] de,la
[58] en,la
[45] en,el
[39] por,la
[39] de,los
[29] del,libro
[26] de,las
[25] de,abril
[22] con,la
[18] través,de

Top Word Pairs in Tweet in G4:
[126] de,la
[74] en,el
[64] en,la
[59] de,los
[42] de,las
[29] de,abril
[26] con,el
[22] de,madrid
[21] es,el
[20] la,guerra

Top Word Pairs in Tweet in G5:
[18] public,health
[18] covid,19
[17] far,right
[11] social,media
[9] tech,companies
[7] civic,integrity
[6] anti,democratic
[6] breakthrough,device
[5] pitching,article
[5] article,reporting

Top Word Pairs in Tweet in G6:
[7] mask,mandates
[6] climate,change
[5] menya,rui
[4] bnbuzz,code
[4] code,preorder25
[4] hate,speech
[4] hard,drive
[4] roger,stone
[4] snickers,dick
[4] dick,vein

Top Word Pairs in Tweet in G7:
[20] '゚,'゚
[12] future,work
[7] ad,tech
[7] brooklyn,public
[7] public,library
[5] lot,people
[4] thoughtful,people
[4] groups,organized
[4] teenager,america
[4] america,eligible

Top Word Pairs in Tweet in G8:
[8] boris,johnson
[8] mags,casey
[7] le,pen
[6] gt,gt
[5] battle,donbas
[4] nicola,sturgeon
[4] gold,standard
[4] 21,600
[4] arrived,uk
[4] emmanuel,macron

Top Word Pairs in Tweet in G9:
[17] en,el
[14] de,la
[8] en,las
[8] le,pen
[6] social,media
[6] giant,squid
[6] de,los
[6] gabriela_schz,olmocalvo
[6] ha,sido
[6] rabbit,hole

Top Word Pairs in Tweet in G10:
[34] le,pen
[18] marine,le
[16] le,journaliste
[10] analysis,satellite
[9] de,la
[9] une,de
[8] la,une
[7] built,damaged
[7] de,libe
[6] russian,forces

Top Replied-To
Top Replied-To in Entire Graph:
@palewire
@abtran
@harrisj
@metcouncilnews
@sahanajayaraman
@spopalzai
@claradealberto
@willgomes
@adamheimlich
@isaacriley_88

Top Replied-To in G1:
@abtran
@sahanajayaraman
@zeitchikwapo
@cessig
@palewire
@jannyfayray
@indyemapolis
@bonginoreport
@simonw
@sarahalvarezmi

Top Replied-To in G2:
@camaradequentin
@vivian
@ezralevin
@acdatacollectiv
@outlierafrica
@claradealberto
@stephanedugast
@satellitestitch
@scottgottliebmd
@ass_deans

Top Replied-To in G3:
@patriciasimon

Top Replied-To in G4:
@picazomario
@armh_memoria
@jadolfohc

Top Replied-To in G5:
@whcos
@nprpolitics
@seemiaroll
@mistershiels
@bubblebathgirl
@jeffreygoldberg
@powerusaid
@scalzi
@oogdirector
@repdlesko

Top Replied-To in G6:
@harrisj
@palewire
@mollyjongfast
@jdvance1
@punished_cait
@zubakskees
@oocmoomincomics
@pbump
@rschooley
@kwcollins

Top Replied-To in G7:
@adamheimlich
@noahchestnut
@robleathern
@jenniferdaniel
@ryanvailbrown
@tolles
@ryanbarwick
@maxbittker
@extr4extr4
@beckybowers

Top Replied-To in G8:
@teasyjack
@martinbeanz
@darth
@hobbb
@iowbobseely
@zainpann

Top Replied-To in G9:
@chanders
@jolyonmaugham
@cosmo_lupo
@nytimes
@joliyea

Top Replied-To in G10:
@halhod
@jbview
@jburnmurdoch
@valisjason
@ejfagan
@longhorncraiger
@heerjeet
@paulkrugman
@jahenderson0
@andrew_r_gray

Top Mentioned
Top Mentioned in Entire Graph:
@pulitzerprizes
@nytimes
@washingtonpost
@financialtimes
@lemondefr
@el_pais
@19thnews
@propublica
@ft
@potus

Top Mentioned in G1:
@pulitzerprizes
@washingtonpost
@19thnews
@propublica
@nytimes
@marshallproj
@asuozzo
@indyemapolis
@texastribune
@newsleaders

Top Mentioned in G2:
@financialtimes
@lemondefr
@julesgrandin
@datavizsociety
@ft
@samjoiner
@occrp
@mediahackza
@lesechos
@sz

Top Mentioned in G3:
@el_pais
@rsf_es
@manusanchezg
@delriopilar
@radio3_rne
@maldito_clima
@alexisrmoran
@la_ser
@elperiodico_esp
@arubiocampana

Top Mentioned in G4:
@zumosolespana
@sanchezcastejon
@juanlobato_es
@pvallin
@yolanda_diaz_
@jperezrey
@raulcamanas
@ft
@juanma_moreno
@lavanguardia

Top Mentioned in G5:
@potus
@whitehouse
@cdcgov
@thejusticedept
@policy
@statnews
@barackobama
@jaspar
@nytimes
@twitter

Top Mentioned in G6:
@bnbuzz
@milesklee
@stltoday
@jayohday
@cnn
@aidianz
@pareene
@randallkopchak
@colterp_photo
@stmartinspress

Top Mentioned in G7:
@emilystewartm
@ranimolla
@googlechrome
@doriantaylor
@mollytaft
@jadlerphoto
@benjisjones
@verge
@kainazamaria
@voxdotcom

Top Mentioned in G8:
@2norriespodcast
@corklifecentre
@love1solidarity
@rtelatelateshow
@ralee85
@lawdavf
@edwardstrngr
@spectator
@shawnmccreesh
@nymag

Top Mentioned in G9:
@eldiarioes
@olmocalvo
@gabriela_schz
@chanders
@afp
@victriavic
@unc
@dannyctkemp
@jonhaidt
@amadoherrero

Top Mentioned in G10:
@gridnews
@libe
@theeconomist
@twiceanya
@davidshor
@perrybaconjr
@ainsliejstone
@_rospearce
@futuraprime
@l_a_kelly

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@o2
@independent
@delta
@lafm
@httweets
@indiatoday
@ma3route
@rcnradio
@rapplerdotcom

Top Tweeters in G1:
@delta
@guardian
@businessinsider
@nytimes
@blackamazon
@washingtonpost
@sfdirewolf
@usatoday
@jason1749
@nbcnews

Top Tweeters in G2:
@lesechos
@telegraph
@bbcmundo
@lemondefr
@abc
@wsj
@proglocommons
@franceinfo
@dikencomtr
@ap

Top Tweeters in G3:
@el_pais
@lavanguardia
@obdriftwood
@elperiodico
@abc_es
@publico_es
@theobjective_es
@la_ser
@cityam
@republica_com

Top Tweeters in G4:
@elhuffpost
@rtvenoticias
@elmundoes
@elconfidencial
@rosamariaartal
@ciudadfutura
@ft
@presstv
@naiz_info
@newshour

Top Tweeters in G5:
@huffpost
@haaretzcom
@daveweigel
@thewaywithanoa
@quicktake
@brianstelter
@digiphile
@qz
@acarvin
@scalzi

Top Tweeters in G6:
@dashaunlh
@charles_gaba
@tinu
@cnn
@burritojustice
@mtlgazette
@willthelandman
@jmal1039
@drjengunter
@chinchillazllla

Top Tweeters in G7:
@olgatuleninova
@mariecolemanao
@emptywheel
@mathewi
@clarajeffery
@moorehn
@tauriqmoosa
@eatlikeagirl
@verge
@benedictevans

Top Tweeters in G8:
@frances_coppola
@skynews
@bbcnews
@irishexaminer
@katebevan
@eliothiggins
@nymag
@jeffjarvis
@karaswisher
@rjblaskiewicz

Top Tweeters in G9:
@eldiarioes
@afp
@cjayanetti
@srfnews
@newsobserver
@jjansasds
@ringer
@jamieklingler
@jolyonmaugham
@hrw

Top Tweeters in G10:
@le_figaro
@doctorow
@thedailybeast
@metrouk
@libe
@pbeyssac
@alfonslopeztena
@heerjeet
@johnjharwood
@pressjournal


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